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base repository: MichalDanielDobrzanski/DeepLearningPython
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head repository: zhoujing204/DeepLearningPython
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  • 2 commits
  • 13 files changed
  • 1 contributor

Commits on Apr 26, 2023

  1. feat: Revamp neural network testing suite with new examples and imple…

    …mentations.
    
    - Add multiple new test files with neural network examples and testing code
    - Implement techniques such as multi-layer networks, convolutional layers, regularization, and deep networks
    - Improve code readability and formatting with docstrings, white space, and f-strings
    - Modify test files to load and preprocess MNIST data for use in neural networks
    - Update imports and remove unnecessary code to optimize testing speed
    zhoujing204 committed Apr 26, 2023
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Commits on Apr 28, 2023

  1. feat: Implement backpropagation for feedforward neural network.

    - Add feedforward neural network implementation with backpropagation in `my_network1.py`
    - Include `Network` class with initialization, feed forward, stochastic gradient descent, mini batch update, backpropagation, and evaluation methods
    - Import `my_network1`, `numpy`, and `mnist_loader` in `test_network1.py`
    - Create new testing file `test_network1.py`
    - Include comments explaining code and usage of certain parameters
    - Define `sigmoid` and `sigmoid_prime` functions for activation and derivative calculation
    - Add `%load network.py` to the beginning of `network.py`
    zhoujing204 committed Apr 28, 2023
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    40c4250 View commit details
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